chorus: a cross-agent plugin mesh for AI coding CLIs
Blog
Thoughts on Go, data extraction, AI tooling, and freelance engineering.
DataScrapexter: Architecture of a Production Go Scraping Framework
Most scraping tools are either a thin wrapper around an HTTP client or a full browser automation harness. DataScrapexter sits between those extremes delibera...
Claude Code in Freelance: How I Ship Faster Without Cutting Corners
Six months ago I started using Claude Code as a primary development tool on client work. Not as an autocomplete or a rubber duck, but as a structured part of...
Automating KeepinCRM: From Manual Order Tracking to Zero-Touch Fulfillment
The client runs a small e-commerce operation — handmade goods, 50 to 80 orders on a busy day. Every morning started the same way: open Nova Poshta, check eac...
Vibe Coding Without Vibes: Keeping Engineering Standards While Using AI
Vibe coding — the practice of describing what you want and letting an AI generate the implementation — is real and productive. It is also a reliable way to a...
Jekyll + Polyglot on GitHub Pages: What Actually Works in 2026
I spent more time than I should have getting jekyll-polyglot working correctly on GitHub Pages. The issues were not conceptually hard, but each one was invis...
AI as a Development Tool
“…the greatest part of the questions and controversies that perplex mankind depending on the doubtful and uncertain use of words, or (which is the same) i...